CATE: Computation-aware Neural Architecture Encoding with Transformers

CATE: Computation-aware Neural Architecture Encoding with Transformers

14 February 2021

Papers citing "CATE: Computation-aware Neural Architecture Encoding with Transformers"

16 / 16 papers shown

Title
Multi-Task Neural Architecture Search Using Architecture Embedding and Transfer Rank TingJie Zhang HaiLin Liu 31 1 0 01 Apr 2025
Efficient Data Subset Selection to Generalize Training Across Models: Transductive and Inductive Networks Eeshaan Jain Tushar Nandy Gaurav Aggarwal Ashish Tendulkar Rishabh K. Iyer A. De 25 10 0 18 Sep 2024
CAP: A Context-Aware Neural Predictor for NAS Han Ji Yuqi Feng Yanan Sun 19 0 0 04 Jun 2024
FlowerFormer: Empowering Neural Architecture Encoding using a Flow-aware Graph Transformer Dongyeong Hwang Hyunju Kim Sunwoo Kim Kijung Shin AI4CE 48 2 0 19 Mar 2024
Encodings for Prediction-based Neural Architecture Search Yash Akhauri Mohamed S. Abdelfattah AI4CE 26 3 0 04 Mar 2024
On Latency Predictors for Neural Architecture Search Yash Akhauri Mohamed S. Abdelfattah OOD 22 2 0 04 Mar 2024
DiffusionNAG: Predictor-guided Neural Architecture Generation with Diffusion Models Sohyun An Hayeon Lee Jaehyeong Jo Seanie Lee Sung Ju Hwang DiffM 16 10 0 26 May 2023
DCLP: Neural Architecture Predictor with Curriculum Contrastive Learning Shenghe Zheng Hongzhi Wang Tianyu Mu 28 1 0 25 Feb 2023
Dynamic Ensemble of Low-fidelity Experts: Mitigating NAS "Cold-Start" Junbo Zhao Xuefei Ning En-hao Liu Binxin Ru Zixuan Zhou Tianchen Zhao Chen Chen Jiajin Zhang Q. Liao Yu Wang AI4CE 24 2 0 02 Feb 2023
Neural Architecture Search: Insights from 1000 Papers Colin White Mahmoud Safari R. Sukthanker Binxin Ru T. Elsken Arber Zela Debadeepta Dey Frank Hutter 3DV AI4CE 30 128 0 20 Jan 2023
PACE: A Parallelizable Computation Encoder for Directed Acyclic Graphs Zehao Dong Muhan Zhang Fuhai Li Yixin Chen CML GNN 25 17 0 19 Mar 2022
NAS-Bench-x11 and the Power of Learning Curves Shen Yan Colin White Yash Savani Frank Hutter 11 28 0 05 Nov 2021
Understanding and Accelerating Neural Architecture Search with Training-Free and Theory-Grounded Metrics Wuyang Chen Xinyu Gong Junru Wu Yunchao Wei Humphrey Shi Zhicheng Yan Yi Yang Zhangyang Wang 24 9 0 26 Aug 2021
Stronger NAS with Weaker Predictors Junru Wu Xiyang Dai Dongdong Chen Yinpeng Chen Mengchen Liu Ye Yu Zhangyang Wang Zicheng Liu Mei Chen Lu Yuan OOD 22 40 0 21 Feb 2021
Exploring the Loss Landscape in Neural Architecture Search Colin White Sam Nolen Yash Savani 6 26 0 06 May 2020
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,319 0 05 Nov 2016